Facial expression identification method and apparatus

A facial expression and recognition method technology, applied in the field of image processing, can solve the problems of low accuracy of facial expression recognition, and the recognition results cannot meet expectations, and achieve the effect of reducing diversity and good recognition performance.

Inactive Publication Date: 2017-07-04
北京汉王智远科技有限公司
View PDF11 Cites 8 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

However, due to the different shapes of faces, the recognition results obtained through a shape templ

Method used

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
View more

Image

Smart Image Click on the blue labels to locate them in the text.
Viewing Examples
Smart Image
  • Facial expression identification method and apparatus
  • Facial expression identification method and apparatus
  • Facial expression identification method and apparatus

Examples

Experimental program
Comparison scheme
Effect test

Example Embodiment

[0045] Various exemplary embodiments of the present invention will now be described in detail with reference to the accompanying drawings. It should be noted that unless specifically stated otherwise, the relative arrangement of components and steps, numerical expressions and numerical values ​​set forth in these embodiments do not limit the scope of the present invention.

[0046] At the same time, it should be understood that, for ease of description, the sizes of the various parts shown in the drawings are not drawn according to actual proportional relationships.

[0047] The following description of at least one exemplary embodiment is actually only illustrative, and in no way serves as any limitation to the present invention and its application or use.

[0048] The technologies, methods, and equipment known to those of ordinary skill in the relevant fields may not be discussed in detail, but where appropriate, the technologies, methods, and equipment should be regarded as part o...

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to view more

PUM

No PUM Login to view more

Abstract

The invention discloses a facial expression identification method and apparatus. The method comprises the steps of performing human face region detection and key point locating on a facial image to obtain a shape of the facial image; aligning the shape of the facial image to a pre-obtained average shape of a facial expression type, thereby obtaining a rigid body normalized shape of the facial image; obtaining human face features of the facial image in the rigid body normalized shape; performing expression identification on the human face features of the facial image according to a pre-trained expression classifier to obtain an expression type prediction result; and performing weighted voting on the expression type prediction result to determine an expression type of the facial image. According to the method and the apparatus, the diversity of similar expressions can be reduced and difference of different expressions can be reserved, so that good identification performance is achieved.

Description

technical field [0001] The invention relates to image processing technology, in particular to a facial expression recognition method and device. Background technique [0002] With the development of computer technology, artificial intelligence technology and other related disciplines, the degree of automation of the whole society is constantly improving, and people's demand for human-computer interaction similar to the way people communicate with each other is becoming stronger and stronger. If computers and robots can understand and express emotions like humans, it will fundamentally change the relationship between humans and computers and enable computers to serve humans better. Expression recognition is the basis of emotion understanding and the prerequisite for computers to understand people's emotions. If the realization of computer understanding and recognition of human facial expressions will fundamentally change the relationship between humans and computers, it will...

Claims

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to view more

Application Information

Patent Timeline
no application Login to view more
IPC IPC(8): G06K9/00G06K9/62
CPCG06V40/175G06F18/2411
Inventor 黄磊蔡利君刘昌平张健
Owner 北京汉王智远科技有限公司
Who we serve
  • R&D Engineer
  • R&D Manager
  • IP Professional
Why Eureka
  • Industry Leading Data Capabilities
  • Powerful AI technology
  • Patent DNA Extraction
Social media
Try Eureka
PatSnap group products

Browse by: Latest US Patents, China's latest patents, Technical Efficacy Thesaurus, Application Domain, Technology Topic.

© 2024 PatSnap. All rights reserved.Legal|Privacy policy|Modern Slavery Act Transparency Statement|Sitemap